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Volts, Sheaves, and Trees

Notes from an investigation into nature, focusing on its laws, language, and their consequences; carried out via computer, pen, paper, and anything else at hand.

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Latest posts

Semi-automatic Differentiation

Check out this one weird trick for composing differentiable maps that Big Stochastic Graph doesn't want you to know!

Not-o-matic Differentiation

Summary of my experience working on a Haskell GSoC project.

Analytic Differentiation of Folds

Analytic of differentiation of left folds in Haskell.

Introduction to Combinatory Automatic Differentiation

A basic overview of a new method of automatic differentiation.